Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 18711 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.5 MiB |
| Average record size in memory | 362.2 B |
Variable types
| NUM | 8 |
|---|---|
| CAT | 5 |
Agency Name has a high cardinality: 71 distinct values | High cardinality |
Total is highly correlated with City Funded Headcount and 1 other fields | High correlation |
City Funded Headcount is highly correlated with Total | High correlation |
Other Funded Headcount is highly correlated with Total | High correlation |
Personnel Type Name is highly correlated with Personnel Type Code | High correlation |
Personnel Type Code is highly correlated with Personnel Type Name | High correlation |
Full-Time/Full-Time Equivalents/ FT + FTE Positions is highly correlated with Code for Full-Time & FTEs | High correlation |
Code for Full-Time & FTEs is highly correlated with Full-Time/Full-Time Equivalents/ FT + FTE Positions | High correlation |
Code for Full-Time & FTEs is uniformly distributed | Uniform |
Full-Time/Full-Time Equivalents/ FT + FTE Positions is uniformly distributed | Uniform |
City Funded Headcount has 1438 (7.7%) zeros | Zeros |
IFA Funded Headcount has 16069 (85.9%) zeros | Zeros |
CD Funded Headcount has 15956 (85.3%) zeros | Zeros |
Other Funded Headcount has 12836 (68.6%) zeros | Zeros |
Total has 1378 (7.4%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-13 00:36:35.925393 |
|---|---|
| Analysis finished | 2020-12-13 00:36:44.874093 |
| Duration | 8.95 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
Publication Date
Real number (ℝ≥0)
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20179555.27 |
|---|---|
| Minimum | 20160426 |
| Maximum | 20200416 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 20160426 |
|---|---|
| 5-th percentile | 20160426 |
| Q1 | 20170426 |
| median | 20180426 |
| Q3 | 20190425 |
| 95-th percentile | 20200416 |
| Maximum | 20200416 |
| Range | 39990 |
| Interquartile range (IQR) | 19999 |
Descriptive statistics
| Standard deviation | 12739.69431 |
|---|---|
| Coefficient of variation (CV) | 0.0006313169017 |
| Kurtosis | -1.114251613 |
| Mean | 20179555.27 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 0.03745318072 |
| Sum | 3.775796587e+11 |
| Variance | 162299811.1 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 20190207 | 1155 | 6.2% | |
| 20200416 | 1155 | 6.2% | |
| 20170426 | 1155 | 6.2% | |
| 20160615 | 1155 | 6.2% | |
| 20200116 | 1155 | 6.2% | |
| 20180201 | 1155 | 6.2% | |
| 20170124 | 1155 | 6.2% | |
| 20170606 | 1155 | 6.2% | |
| 20180426 | 1155 | 6.2% | |
| 20180614 | 1155 | 6.2% | |
| 20190619 | 1155 | 6.2% | |
| 20160426 | 1155 | 6.2% | |
| 20190425 | 1155 | 6.2% | |
| 20171121 | 924 | 4.9% | |
| 20161117 | 924 | 4.9% | |
| 20181108 | 924 | 4.9% | |
| 20191122 | 924 | 4.9% |
| Value | Count | Frequency (%) | |
| 20160426 | 1155 | 6.2% | |
| 20160615 | 1155 | 6.2% | |
| 20161117 | 924 | 4.9% | |
| 20170124 | 1155 | 6.2% | |
| 20170426 | 1155 | 6.2% | |
| 20170606 | 1155 | 6.2% | |
| 20171121 | 924 | 4.9% | |
| 20180201 | 1155 | 6.2% | |
| 20180426 | 1155 | 6.2% | |
| 20180614 | 1155 | 6.2% |
| Value | Count | Frequency (%) | |
| 20200416 | 1155 | 6.2% | |
| 20200116 | 1155 | 6.2% | |
| 20191122 | 924 | 4.9% | |
| 20190619 | 1155 | 6.2% | |
| 20190425 | 1155 | 6.2% | |
| 20190207 | 1155 | 6.2% | |
| 20181108 | 924 | 4.9% | |
| 20180614 | 1155 | 6.2% | |
| 20180426 | 1155 | 6.2% | |
| 20180201 | 1155 | 6.2% |
Agency Number
Real number (ℝ≥0)
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 381.2597403 |
|---|---|
| Minimum | 2 |
| Maximum | 945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 54 |
| median | 132 |
| Q3 | 829 |
| 95-th percentile | 942 |
| Maximum | 945 |
| Range | 943 |
| Interquartile range (IQR) | 775 |
Descriptive statistics
| Standard deviation | 384.8362827 |
|---|---|
| Coefficient of variation (CV) | 1.009380855 |
| Kurtosis | -1.701919314 |
| Mean | 381.2597403 |
| Median Absolute Deviation (MAD) | 121 |
| Skewness | 0.432739683 |
| Sum | 7133751 |
| Variance | 148098.9645 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 72 | 486 | 2.6% | |
| 827 | 486 | 2.6% | |
| 56 | 486 | 2.6% | |
| 57 | 486 | 2.6% | |
| 42 | 486 | 2.6% | |
| 40 | 486 | 2.6% | |
| 945 | 243 | 1.3% | |
| 2 | 243 | 1.3% | |
| 816 | 243 | 1.3% | |
| 903 | 243 | 1.3% | |
| 103 | 243 | 1.3% | |
| 71 | 243 | 1.3% | |
| 902 | 243 | 1.3% | |
| 806 | 243 | 1.3% | |
| 134 | 243 | 1.3% | |
| 944 | 243 | 1.3% | |
| 102 | 243 | 1.3% | |
| 54 | 243 | 1.3% | |
| 901 | 243 | 1.3% | |
| 133 | 243 | 1.3% | |
| 101 | 243 | 1.3% | |
| 17 | 243 | 1.3% | |
| 69 | 243 | 1.3% | |
| 21 | 243 | 1.3% | |
| 836 | 243 | 1.3% | |
| Other values (46) | 11178 | 59.7% |
| Value | Count | Frequency (%) | |
| 2 | 243 | 1.3% | |
| 3 | 243 | 1.3% | |
| 4 | 243 | 1.3% | |
| 8 | 243 | 1.3% | |
| 10 | 243 | 1.3% | |
| 11 | 243 | 1.3% | |
| 12 | 243 | 1.3% | |
| 13 | 243 | 1.3% | |
| 14 | 243 | 1.3% | |
| 15 | 243 | 1.3% |
| Value | Count | Frequency (%) | |
| 945 | 243 | 1.3% | |
| 944 | 243 | 1.3% | |
| 943 | 243 | 1.3% | |
| 942 | 243 | 1.3% | |
| 941 | 243 | 1.3% | |
| 906 | 243 | 1.3% | |
| 905 | 243 | 1.3% | |
| 904 | 243 | 1.3% | |
| 903 | 243 | 1.3% | |
| 902 | 243 | 1.3% |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 146.3 KiB |
| Department of Education | 486 |
|---|---|
| Fire Department | 486 |
| Department of Correction | 486 |
| Department of Sanitation | 486 |
| Police Department | 486 |
| Other values (66) |
| Value | Count | Frequency (%) | |
| Department of Education | 486 | 2.6% | |
| Fire Department | 486 | 2.6% | |
| Department of Correction | 486 | 2.6% | |
| Department of Sanitation | 486 | 2.6% | |
| Police Department | 486 | 2.6% | |
| City University | 486 | 2.6% | |
| Business Integrity Commission | 243 | 1.3% | |
| Department of Veterans' Services | 243 | 1.3% | |
| Independent Budget Office | 243 | 1.3% | |
| Conflicts of Interest Board | 243 | 1.3% | |
| Borough President - Bronx | 243 | 1.3% | |
| Department of Information Technology and Telecommunication | 243 | 1.3% | |
| Office of Prosecution and Special Narcotics | 243 | 1.3% | |
| Department of Consumer Affairs | 243 | 1.3% | |
| Department of Parks and Recreation | 243 | 1.3% | |
| Office of the Actuary | 243 | 1.3% | |
| Board of Correction | 243 | 1.3% | |
| Landmarks Preservation Commission | 243 | 1.3% | |
| Office of the Comptroller | 243 | 1.3% | |
| Administration for Children's Services | 243 | 1.3% | |
| Department of Design and Construction | 243 | 1.3% | |
| District Attorney - Brooklyn | 243 | 1.3% | |
| Board of Elections | 243 | 1.3% | |
| Department of Investigation | 243 | 1.3% | |
| Borough President - Manhattan | 243 | 1.3% | |
| Other values (46) | 11178 | 59.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 58 |
|---|---|
| Median length | 28 |
| Mean length | 27.87012987 |
| Min length | 9 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 50787 | 9.7% | ||
| e | 46170 | 8.9% | |
| t | 45684 | 8.8% | |
| n | 42039 | 8.1% | |
| i | 37908 | 7.3% | |
| o | 36936 | 7.1% | |
| r | 33534 | 6.4% | |
| a | 31590 | 6.1% | |
| s | 20412 | 3.9% | |
| m | 19683 | 3.8% | |
| f | 14823 | 2.8% | |
| c | 14337 | 2.7% | |
| l | 12150 | 2.3% | |
| d | 10449 | 2.0% | |
| p | 10206 | 2.0% | |
| D | 9963 | 1.9% | |
| u | 8505 | 1.6% | |
| C | 7776 | 1.5% | |
| y | 6804 | 1.3% | |
| v | 5832 | 1.1% | |
| g | 5832 | 1.1% | |
| P | 5346 | 1.0% | |
| B | 5346 | 1.0% | |
| A | 4860 | 0.9% | |
| S | 4131 | 0.8% | |
| Other values (27) | 30375 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 412128 | 79.0% | |
| Uppercase Letter | 53217 | 10.2% | |
| Space Separator | 50787 | 9.7% | |
| Dash Punctuation | 3645 | 0.7% | |
| Other Punctuation | 729 | 0.1% | |
| Decimal Number | 486 | 0.1% | |
| Open Punctuation | 243 | < 0.1% | |
| Close Punctuation | 243 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| D | 9963 | 18.7% | |
| C | 7776 | 14.6% | |
| P | 5346 | 10.0% | |
| B | 5346 | 10.0% | |
| A | 4860 | 9.1% | |
| S | 4131 | 7.8% | |
| I | 2430 | 4.6% | |
| E | 1701 | 3.2% | |
| O | 1701 | 3.2% | |
| T | 1701 | 3.2% | |
| M | 1458 | 2.7% | |
| H | 1458 | 2.7% | |
| F | 1215 | 2.3% | |
| R | 972 | 1.8% | |
| Q | 729 | 1.4% | |
| L | 729 | 1.4% | |
| U | 486 | 0.9% | |
| N | 486 | 0.9% | |
| Y | 486 | 0.9% | |
| V | 243 | 0.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 46170 | 11.2% | |
| t | 45684 | 11.1% | |
| n | 42039 | 10.2% | |
| i | 37908 | 9.2% | |
| o | 36936 | 9.0% | |
| r | 33534 | 8.1% | |
| a | 31590 | 7.7% | |
| s | 20412 | 5.0% | |
| m | 19683 | 4.8% | |
| f | 14823 | 3.6% | |
| c | 14337 | 3.5% | |
| l | 12150 | 2.9% | |
| d | 10449 | 2.5% | |
| p | 10206 | 2.5% | |
| u | 8505 | 2.1% | |
| y | 6804 | 1.7% | |
| v | 5832 | 1.4% | |
| g | 5832 | 1.4% | |
| h | 3888 | 0.9% | |
| b | 1701 | 0.4% | |
| k | 1458 | 0.4% | |
| x | 1215 | 0.3% | |
| w | 729 | 0.2% | |
| q | 243 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 50787 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 3645 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ' | 486 | 66.7% | |
| & | 243 | 33.3% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 243 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 5 | 243 | 50.0% | |
| 9 | 243 | 50.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 243 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 465345 | 89.2% | |
| Common | 56133 | 10.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 46170 | 9.9% | |
| t | 45684 | 9.8% | |
| n | 42039 | 9.0% | |
| i | 37908 | 8.1% | |
| o | 36936 | 7.9% | |
| r | 33534 | 7.2% | |
| a | 31590 | 6.8% | |
| s | 20412 | 4.4% | |
| m | 19683 | 4.2% | |
| f | 14823 | 3.2% | |
| c | 14337 | 3.1% | |
| l | 12150 | 2.6% | |
| d | 10449 | 2.2% | |
| p | 10206 | 2.2% | |
| D | 9963 | 2.1% | |
| u | 8505 | 1.8% | |
| C | 7776 | 1.7% | |
| y | 6804 | 1.5% | |
| v | 5832 | 1.3% | |
| g | 5832 | 1.3% | |
| P | 5346 | 1.1% | |
| B | 5346 | 1.1% | |
| A | 4860 | 1.0% | |
| S | 4131 | 0.9% | |
| h | 3888 | 0.8% | |
| Other values (19) | 21141 | 4.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 50787 | 90.5% | ||
| - | 3645 | 6.5% | |
| ' | 486 | 0.9% | |
| ( | 243 | 0.4% | |
| 5 | 243 | 0.4% | |
| 9 | 243 | 0.4% | |
| ) | 243 | 0.4% | |
| & | 243 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 521478 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 50787 | 9.7% | ||
| e | 46170 | 8.9% | |
| t | 45684 | 8.8% | |
| n | 42039 | 8.1% | |
| i | 37908 | 7.3% | |
| o | 36936 | 7.1% | |
| r | 33534 | 6.4% | |
| a | 31590 | 6.1% | |
| s | 20412 | 3.9% | |
| m | 19683 | 3.8% | |
| f | 14823 | 2.8% | |
| c | 14337 | 2.7% | |
| l | 12150 | 2.3% | |
| d | 10449 | 2.0% | |
| p | 10206 | 2.0% | |
| D | 9963 | 1.9% | |
| u | 8505 | 1.6% | |
| C | 7776 | 1.5% | |
| y | 6804 | 1.3% | |
| v | 5832 | 1.1% | |
| g | 5832 | 1.1% | |
| P | 5346 | 1.0% | |
| B | 5346 | 1.0% | |
| A | 4860 | 0.9% | |
| S | 4131 | 0.8% | |
| Other values (27) | 30375 | 5.8% |
Fiscal Year
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2020 |
|---|---|
| Minimum | 2016 |
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 2016 |
|---|---|
| 5-th percentile | 2017 |
| Q1 | 2019 |
| median | 2020 |
| Q3 | 2021 |
| 95-th percentile | 2023 |
| Maximum | 2024 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.859294189 |
|---|---|
| Coefficient of variation (CV) | 0.0009204426676 |
| Kurtosis | -0.5780991258 |
| Mean | 2020 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0 |
| Sum | 37796220 |
| Variance | 3.45697488 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 2020 | 3927 | 21.0% | |
| 2021 | 3234 | 17.3% | |
| 2019 | 3234 | 17.3% | |
| 2022 | 2310 | 12.3% | |
| 2018 | 2310 | 12.3% | |
| 2023 | 1386 | 7.4% | |
| 2017 | 1386 | 7.4% | |
| 2024 | 462 | 2.5% | |
| 2016 | 462 | 2.5% |
| Value | Count | Frequency (%) | |
| 2016 | 462 | 2.5% | |
| 2017 | 1386 | 7.4% | |
| 2018 | 2310 | 12.3% | |
| 2019 | 3234 | 17.3% | |
| 2020 | 3927 | 21.0% | |
| 2021 | 3234 | 17.3% | |
| 2022 | 2310 | 12.3% | |
| 2023 | 1386 | 7.4% | |
| 2024 | 462 | 2.5% |
| Value | Count | Frequency (%) | |
| 2024 | 462 | 2.5% | |
| 2023 | 1386 | 7.4% | |
| 2022 | 2310 | 12.3% | |
| 2021 | 3234 | 17.3% | |
| 2020 | 3927 | 21.0% | |
| 2019 | 3234 | 17.3% | |
| 2018 | 2310 | 12.3% | |
| 2017 | 1386 | 7.4% | |
| 2016 | 462 | 2.5% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 146.3 KiB |
| C | |
|---|---|
| U | 972 |
| P | 486 |
| Value | Count | Frequency (%) | |
| C | 17253 | 92.2% | |
| U | 972 | 5.2% | |
| P | 486 | 2.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| C | 17253 | 92.2% | |
| U | 972 | 5.2% | |
| P | 486 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 18711 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 17253 | 92.2% | |
| U | 972 | 5.2% | |
| P | 486 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 18711 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| C | 17253 | 92.2% | |
| U | 972 | 5.2% | |
| P | 486 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 18711 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| C | 17253 | 92.2% | |
| U | 972 | 5.2% | |
| P | 486 | 2.6% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 146.3 KiB |
| Civilian | |
|---|---|
| Uniform | 972 |
| Pedagogical | 486 |
| Value | Count | Frequency (%) | |
| Civilian | 17253 | 92.2% | |
| Uniform | 972 | 5.2% | |
| Pedagogical | 486 | 2.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 8.025974026 |
| Min length | 7 |
Most occurring characters
| Value | Count | Frequency (%) | |
| i | 53217 | 35.4% | |
| a | 18225 | 12.1% | |
| n | 18225 | 12.1% | |
| l | 17739 | 11.8% | |
| C | 17253 | 11.5% | |
| v | 17253 | 11.5% | |
| o | 1458 | 1.0% | |
| g | 972 | 0.6% | |
| U | 972 | 0.6% | |
| f | 972 | 0.6% | |
| r | 972 | 0.6% | |
| m | 972 | 0.6% | |
| P | 486 | 0.3% | |
| e | 486 | 0.3% | |
| d | 486 | 0.3% | |
| c | 486 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 131463 | 87.5% | |
| Uppercase Letter | 18711 | 12.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 17253 | 92.2% | |
| U | 972 | 5.2% | |
| P | 486 | 2.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| i | 53217 | 40.5% | |
| a | 18225 | 13.9% | |
| n | 18225 | 13.9% | |
| l | 17739 | 13.5% | |
| v | 17253 | 13.1% | |
| o | 1458 | 1.1% | |
| g | 972 | 0.7% | |
| f | 972 | 0.7% | |
| r | 972 | 0.7% | |
| m | 972 | 0.7% | |
| e | 486 | 0.4% | |
| d | 486 | 0.4% | |
| c | 486 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 150174 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| i | 53217 | 35.4% | |
| a | 18225 | 12.1% | |
| n | 18225 | 12.1% | |
| l | 17739 | 11.8% | |
| C | 17253 | 11.5% | |
| v | 17253 | 11.5% | |
| o | 1458 | 1.0% | |
| g | 972 | 0.6% | |
| U | 972 | 0.6% | |
| f | 972 | 0.6% | |
| r | 972 | 0.6% | |
| m | 972 | 0.6% | |
| P | 486 | 0.3% | |
| e | 486 | 0.3% | |
| d | 486 | 0.3% | |
| c | 486 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 150174 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| i | 53217 | 35.4% | |
| a | 18225 | 12.1% | |
| n | 18225 | 12.1% | |
| l | 17739 | 11.8% | |
| C | 17253 | 11.5% | |
| v | 17253 | 11.5% | |
| o | 1458 | 1.0% | |
| g | 972 | 0.6% | |
| U | 972 | 0.6% | |
| f | 972 | 0.6% | |
| r | 972 | 0.6% | |
| m | 972 | 0.6% | |
| P | 486 | 0.3% | |
| e | 486 | 0.3% | |
| d | 486 | 0.3% | |
| c | 486 | 0.3% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 146.3 KiB |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 6237 | 33.3% | |
| 2 | 6237 | 33.3% | |
| 1 | 6237 | 33.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 6237 | 33.3% | |
| 2 | 6237 | 33.3% | |
| 3 | 6237 | 33.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 18711 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 6237 | 33.3% | |
| 2 | 6237 | 33.3% | |
| 3 | 6237 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 18711 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 6237 | 33.3% | |
| 2 | 6237 | 33.3% | |
| 3 | 6237 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 18711 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 6237 | 33.3% | |
| 2 | 6237 | 33.3% | |
| 3 | 6237 | 33.3% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 146.3 KiB |
| Full-Time Plus Full-Time Equivalent | |
|---|---|
| Full-Time | |
| Full-Time Equivalent |
| Value | Count | Frequency (%) | |
| Full-Time Plus Full-Time Equivalent | 6237 | 33.3% | |
| Full-Time | 6237 | 33.3% | |
| Full-Time Equivalent | 6237 | 33.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 35 |
|---|---|
| Median length | 20 |
| Mean length | 21.33333333 |
| Min length | 9 |
Most occurring characters
| Value | Count | Frequency (%) | |
| l | 68607 | 17.2% | |
| u | 43659 | 10.9% | |
| i | 37422 | 9.4% | |
| e | 37422 | 9.4% | |
| F | 24948 | 6.2% | |
| - | 24948 | 6.2% | |
| T | 24948 | 6.2% | |
| m | 24948 | 6.2% | |
| 24948 | 6.2% | ||
| E | 12474 | 3.1% | |
| q | 12474 | 3.1% | |
| v | 12474 | 3.1% | |
| a | 12474 | 3.1% | |
| n | 12474 | 3.1% | |
| t | 12474 | 3.1% | |
| P | 6237 | 1.6% | |
| s | 6237 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 280665 | 70.3% | |
| Uppercase Letter | 68607 | 17.2% | |
| Dash Punctuation | 24948 | 6.2% | |
| Space Separator | 24948 | 6.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| F | 24948 | 36.4% | |
| T | 24948 | 36.4% | |
| E | 12474 | 18.2% | |
| P | 6237 | 9.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| l | 68607 | 24.4% | |
| u | 43659 | 15.6% | |
| i | 37422 | 13.3% | |
| e | 37422 | 13.3% | |
| m | 24948 | 8.9% | |
| q | 12474 | 4.4% | |
| v | 12474 | 4.4% | |
| a | 12474 | 4.4% | |
| n | 12474 | 4.4% | |
| t | 12474 | 4.4% | |
| s | 6237 | 2.2% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 24948 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 24948 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 349272 | 87.5% | |
| Common | 49896 | 12.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| l | 68607 | 19.6% | |
| u | 43659 | 12.5% | |
| i | 37422 | 10.7% | |
| e | 37422 | 10.7% | |
| F | 24948 | 7.1% | |
| T | 24948 | 7.1% | |
| m | 24948 | 7.1% | |
| E | 12474 | 3.6% | |
| q | 12474 | 3.6% | |
| v | 12474 | 3.6% | |
| a | 12474 | 3.6% | |
| n | 12474 | 3.6% | |
| t | 12474 | 3.6% | |
| P | 6237 | 1.8% | |
| s | 6237 | 1.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| - | 24948 | 50.0% | |
| 24948 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 399168 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| l | 68607 | 17.2% | |
| u | 43659 | 10.9% | |
| i | 37422 | 9.4% | |
| e | 37422 | 9.4% | |
| F | 24948 | 6.2% | |
| - | 24948 | 6.2% | |
| T | 24948 | 6.2% | |
| m | 24948 | 6.2% | |
| 24948 | 6.2% | ||
| E | 12474 | 3.1% | |
| q | 12474 | 3.1% | |
| v | 12474 | 3.1% | |
| a | 12474 | 3.1% | |
| n | 12474 | 3.1% | |
| t | 12474 | 3.1% | |
| P | 6237 | 1.6% | |
| s | 6237 | 1.6% |
| Distinct | 1922 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2414.015606 |
|---|---|
| Minimum | 0 |
| Maximum | 94726 |
| Zeros | 1438 |
| Zeros (%) | 7.7% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12 |
| median | 85 |
| Q3 | 924.5 |
| 95-th percentile | 10930 |
| Maximum | 94726 |
| Range | 94726 |
| Interquartile range (IQR) | 912.5 |
Descriptive statistics
| Standard deviation | 9575.195404 |
|---|---|
| Coefficient of variation (CV) | 3.966501037 |
| Kurtosis | 68.15970428 |
| Mean | 2414.015606 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 7.81526958 |
| Sum | 45168646 |
| Variance | 91684367.03 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1438 | 7.7% | |
| 2 | 554 | 3.0% | |
| 1 | 491 | 2.6% | |
| 8 | 471 | 2.5% | |
| 13 | 421 | 2.3% | |
| 3 | 391 | 2.1% | |
| 5 | 358 | 1.9% | |
| 4 | 266 | 1.4% | |
| 12 | 258 | 1.4% | |
| 7 | 221 | 1.2% | |
| 69 | 184 | 1.0% | |
| 6 | 183 | 1.0% | |
| 38 | 171 | 0.9% | |
| 26 | 157 | 0.8% | |
| 46 | 151 | 0.8% | |
| 54 | 151 | 0.8% | |
| 11 | 142 | 0.8% | |
| 45 | 138 | 0.7% | |
| 56 | 134 | 0.7% | |
| 17 | 124 | 0.7% | |
| 39 | 121 | 0.6% | |
| 14 | 115 | 0.6% | |
| 60 | 108 | 0.6% | |
| 70 | 107 | 0.6% | |
| 48 | 106 | 0.6% | |
| Other values (1897) | 11750 | 62.8% |
| Value | Count | Frequency (%) | |
| 0 | 1438 | 7.7% | |
| 1 | 491 | 2.6% | |
| 2 | 554 | 3.0% | |
| 3 | 391 | 2.1% | |
| 4 | 266 | 1.4% | |
| 5 | 358 | 1.9% | |
| 6 | 183 | 1.0% | |
| 7 | 221 | 1.2% | |
| 8 | 471 | 2.5% | |
| 9 | 67 | 0.4% |
| Value | Count | Frequency (%) | |
| 94726 | 5 | < 0.1% | |
| 94725 | 5 | < 0.1% | |
| 94676 | 3 | < 0.1% | |
| 94675 | 1 | < 0.1% | |
| 94493 | 2 | < 0.1% | |
| 94443 | 1 | < 0.1% | |
| 94327 | 3 | < 0.1% | |
| 94326 | 1 | < 0.1% | |
| 94133 | 5 | < 0.1% | |
| 94132 | 5 | < 0.1% |
| Distinct | 152 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.95521351 |
|---|---|
| Minimum | 0 |
| Maximum | 1734 |
| Zeros | 16069 |
| Zeros (%) | 85.9% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 144 |
| Maximum | 1734 |
| Range | 1734 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 208.3744128 |
|---|---|
| Coefficient of variation (CV) | 4.740607454 |
| Kurtosis | 34.05841047 |
| Mean | 43.95521351 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.747042713 |
| Sum | 822446 |
| Variance | 43419.89591 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 16069 | 85.9% | |
| 1 | 243 | 1.3% | |
| 52 | 162 | 0.9% | |
| 8 | 162 | 0.9% | |
| 58 | 162 | 0.9% | |
| 3 | 162 | 0.9% | |
| 142 | 90 | 0.5% | |
| 144 | 86 | 0.5% | |
| 7 | 86 | 0.5% | |
| 6 | 81 | 0.4% | |
| 14 | 77 | 0.4% | |
| 9 | 76 | 0.4% | |
| 768 | 76 | 0.4% | |
| 767 | 76 | 0.4% | |
| 139 | 67 | 0.4% | |
| 11 | 64 | 0.3% | |
| 140 | 57 | 0.3% | |
| 635 | 48 | 0.3% | |
| 641 | 48 | 0.3% | |
| 288 | 43 | 0.2% | |
| 16 | 42 | 0.2% | |
| 292 | 36 | 0.2% | |
| 293 | 36 | 0.2% | |
| 289 | 29 | 0.2% | |
| 25 | 26 | 0.1% | |
| Other values (127) | 607 | 3.2% |
| Value | Count | Frequency (%) | |
| 0 | 16069 | 85.9% | |
| 1 | 243 | 1.3% | |
| 3 | 162 | 0.9% | |
| 6 | 81 | 0.4% | |
| 7 | 86 | 0.5% | |
| 8 | 162 | 0.9% | |
| 9 | 76 | 0.4% | |
| 10 | 6 | < 0.1% | |
| 11 | 64 | 0.3% | |
| 12 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1734 | 1 | < 0.1% | |
| 1733 | 3 | < 0.1% | |
| 1732 | 1 | < 0.1% | |
| 1731 | 4 | < 0.1% | |
| 1730 | 4 | < 0.1% | |
| 1729 | 3 | < 0.1% | |
| 1728 | 2 | < 0.1% | |
| 1727 | 1 | < 0.1% | |
| 1718 | 1 | < 0.1% | |
| 1717 | 3 | < 0.1% |
| Distinct | 111 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.42183742 |
|---|---|
| Minimum | 0 |
| Maximum | 1108 |
| Zeros | 15956 |
| Zeros (%) | 85.3% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 34 |
| Maximum | 1108 |
| Range | 1108 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 99.91946395 |
|---|---|
| Coefficient of variation (CV) | 7.44454435 |
| Kurtosis | 101.5703259 |
| Mean | 13.42183742 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.00549017 |
| Sum | 251136 |
| Variance | 9983.899275 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 15956 | 85.3% | |
| 1 | 455 | 2.4% | |
| 2 | 413 | 2.2% | |
| 34 | 130 | 0.7% | |
| 10 | 120 | 0.6% | |
| 22 | 115 | 0.6% | |
| 36 | 99 | 0.5% | |
| 5 | 81 | 0.4% | |
| 3 | 80 | 0.4% | |
| 58 | 76 | 0.4% | |
| 7 | 74 | 0.4% | |
| 16 | 72 | 0.4% | |
| 9 | 70 | 0.4% | |
| 8 | 60 | 0.3% | |
| 11 | 59 | 0.3% | |
| 117 | 50 | 0.3% | |
| 12 | 39 | 0.2% | |
| 49 | 38 | 0.2% | |
| 6 | 38 | 0.2% | |
| 153 | 32 | 0.2% | |
| 24 | 27 | 0.1% | |
| 1029 | 27 | 0.1% | |
| 23 | 27 | 0.1% | |
| 64 | 24 | 0.1% | |
| 1075 | 19 | 0.1% | |
| Other values (86) | 530 | 2.8% |
| Value | Count | Frequency (%) | |
| 0 | 15956 | 85.3% | |
| 1 | 455 | 2.4% | |
| 2 | 413 | 2.2% | |
| 3 | 80 | 0.4% | |
| 5 | 81 | 0.4% | |
| 6 | 38 | 0.2% | |
| 7 | 74 | 0.4% | |
| 8 | 60 | 0.3% | |
| 9 | 70 | 0.4% | |
| 10 | 120 | 0.6% |
| Value | Count | Frequency (%) | |
| 1108 | 1 | < 0.1% | |
| 1107 | 2 | < 0.1% | |
| 1105 | 2 | < 0.1% | |
| 1104 | 1 | < 0.1% | |
| 1098 | 9 | < 0.1% | |
| 1097 | 8 | < 0.1% | |
| 1094 | 1 | < 0.1% | |
| 1089 | 1 | < 0.1% | |
| 1084 | 5 | < 0.1% | |
| 1083 | 2 | < 0.1% |
| Distinct | 445 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 400.8186628 |
|---|---|
| Minimum | 0 |
| Maximum | 32842 |
| Zeros | 12836 |
| Zeros (%) | 68.6% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8 |
| 95-th percentile | 1221 |
| Maximum | 32842 |
| Range | 32842 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 2772.638408 |
|---|---|
| Coefficient of variation (CV) | 6.917438395 |
| Kurtosis | 101.4600756 |
| Mean | 400.8186628 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.921465641 |
| Sum | 7499718 |
| Variance | 7687523.74 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 12836 | 68.6% | |
| 1 | 318 | 1.7% | |
| 2 | 284 | 1.5% | |
| 33 | 230 | 1.2% | |
| 8 | 220 | 1.2% | |
| 24 | 196 | 1.0% | |
| 12 | 168 | 0.9% | |
| 7 | 164 | 0.9% | |
| 29 | 164 | 0.9% | |
| 67 | 163 | 0.9% | |
| 23 | 155 | 0.8% | |
| 73 | 140 | 0.7% | |
| 5 | 137 | 0.7% | |
| 20 | 134 | 0.7% | |
| 289 | 120 | 0.6% | |
| 3 | 99 | 0.5% | |
| 21 | 95 | 0.5% | |
| 108 | 82 | 0.4% | |
| 22 | 82 | 0.4% | |
| 71 | 81 | 0.4% | |
| 69 | 81 | 0.4% | |
| 264 | 81 | 0.4% | |
| 3403 | 73 | 0.4% | |
| 25 | 57 | 0.3% | |
| 166 | 53 | 0.3% | |
| Other values (420) | 2498 | 13.4% |
| Value | Count | Frequency (%) | |
| 0 | 12836 | 68.6% | |
| 1 | 318 | 1.7% | |
| 2 | 284 | 1.5% | |
| 3 | 99 | 0.5% | |
| 4 | 45 | 0.2% | |
| 5 | 137 | 0.7% | |
| 6 | 18 | 0.1% | |
| 7 | 164 | 0.9% | |
| 8 | 220 | 1.2% | |
| 9 | 36 | 0.2% |
| Value | Count | Frequency (%) | |
| 32842 | 18 | 0.1% | |
| 32578 | 18 | 0.1% | |
| 30149 | 14 | 0.1% | |
| 29885 | 14 | 0.1% | |
| 28655 | 12 | 0.1% | |
| 28534 | 15 | 0.1% | |
| 28391 | 12 | 0.1% | |
| 28308 | 8 | < 0.1% | |
| 28270 | 15 | 0.1% | |
| 28044 | 8 | < 0.1% |
| Distinct | 2286 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2872.21132 |
|---|---|
| Minimum | 0 |
| Maximum | 127568 |
| Zeros | 1378 |
| Zeros (%) | 7.4% |
| Memory size | 146.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13 |
| median | 121 |
| Q3 | 1250.5 |
| 95-th percentile | 10951 |
| Maximum | 127568 |
| Range | 127568 |
| Interquartile range (IQR) | 1237.5 |
Descriptive statistics
| Standard deviation | 12093.59867 |
|---|---|
| Coefficient of variation (CV) | 4.210553239 |
| Kurtosis | 80.13503031 |
| Mean | 2872.21132 |
| Median Absolute Deviation (MAD) | 121 |
| Skewness | 8.574528608 |
| Sum | 53741946 |
| Variance | 146255128.9 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 1378 | 7.4% | |
| 2 | 518 | 2.8% | |
| 1 | 475 | 2.5% | |
| 8 | 448 | 2.4% | |
| 5 | 408 | 2.2% | |
| 13 | 377 | 2.0% | |
| 12 | 275 | 1.5% | |
| 4 | 264 | 1.4% | |
| 3 | 233 | 1.2% | |
| 6 | 179 | 1.0% | |
| 69 | 177 | 0.9% | |
| 7 | 175 | 0.9% | |
| 11 | 163 | 0.9% | |
| 15 | 162 | 0.9% | |
| 46 | 157 | 0.8% | |
| 26 | 156 | 0.8% | |
| 38 | 143 | 0.8% | |
| 45 | 138 | 0.7% | |
| 60 | 133 | 0.7% | |
| 70 | 133 | 0.7% | |
| 56 | 126 | 0.7% | |
| 14 | 126 | 0.7% | |
| 17 | 123 | 0.7% | |
| 39 | 122 | 0.7% | |
| 59 | 114 | 0.6% | |
| Other values (2261) | 12008 | 64.2% |
| Value | Count | Frequency (%) | |
| 0 | 1378 | 7.4% | |
| 1 | 475 | 2.5% | |
| 2 | 518 | 2.8% | |
| 3 | 233 | 1.2% | |
| 4 | 264 | 1.4% | |
| 5 | 408 | 2.2% | |
| 6 | 179 | 1.0% | |
| 7 | 175 | 0.9% | |
| 8 | 448 | 2.4% | |
| 9 | 13 | 0.1% |
| Value | Count | Frequency (%) | |
| 127568 | 5 | < 0.1% | |
| 127567 | 5 | < 0.1% | |
| 127335 | 2 | < 0.1% | |
| 126711 | 5 | < 0.1% | |
| 126710 | 5 | < 0.1% | |
| 126619 | 2 | < 0.1% | |
| 126478 | 2 | < 0.1% | |
| 126425 | 1 | < 0.1% | |
| 125952 | 2 | < 0.1% | |
| 125910 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Publication Date | Agency Number | Agency Name | Fiscal Year | Personnel Type Code | Personnel Type Name | Code for Full-Time & FTEs | Full-Time/Full-Time Equivalents/ FT + FTE Positions | City Funded Headcount | IFA Funded Headcount | CD Funded Headcount | Other Funded Headcount | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20160426 | 101 | Public Advocate | 2020 | C | Civilian | 1 | Full-Time | 40 | 0 | 0 | 0 | 40 |
| 1 | 20160426 | 781 | Department of Probation | 2018 | C | Civilian | 2 | Full-Time Equivalent | 0 | 0 | 0 | 0 | 0 |
| 2 | 20160615 | 42 | City University | 2017 | C | Civilian | 1 | Full-Time | 1907 | 0 | 0 | 0 | 1907 |
| 3 | 20160426 | 2 | Mayoralty | 2016 | C | Civilian | 1 | Full-Time | 860 | 138 | 75 | 59 | 1132 |
| 4 | 20160426 | 2 | Mayoralty | 2016 | C | Civilian | 2 | Full-Time Equivalent | 9 | 1 | 1 | 1 | 12 |
| 5 | 20160426 | 2 | Mayoralty | 2016 | C | Civilian | 3 | Full-Time Plus Full-Time Equivalent | 869 | 139 | 76 | 60 | 1144 |
| 6 | 20160426 | 2 | Mayoralty | 2017 | C | Civilian | 1 | Full-Time | 914 | 138 | 65 | 23 | 1140 |
| 7 | 20160426 | 2 | Mayoralty | 2017 | C | Civilian | 2 | Full-Time Equivalent | 9 | 1 | 1 | 0 | 11 |
| 8 | 20160426 | 2 | Mayoralty | 2017 | C | Civilian | 3 | Full-Time Plus Full-Time Equivalent | 923 | 139 | 66 | 23 | 1151 |
| 9 | 20160426 | 2 | Mayoralty | 2018 | C | Civilian | 1 | Full-Time | 910 | 138 | 38 | 21 | 1107 |
Last rows
| Publication Date | Agency Number | Agency Name | Fiscal Year | Personnel Type Code | Personnel Type Name | Code for Full-Time & FTEs | Full-Time/Full-Time Equivalents/ FT + FTE Positions | City Funded Headcount | IFA Funded Headcount | CD Funded Headcount | Other Funded Headcount | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18701 | 20200416 | 945 | Public Administrator - Staten Island | 2021 | C | Civilian | 3 | Full-Time Plus Full-Time Equivalent | 5 | 0 | 0 | 0 | 5 |
| 18702 | 20200416 | 945 | Public Administrator - Staten Island | 2022 | C | Civilian | 1 | Full-Time | 5 | 0 | 0 | 0 | 5 |
| 18703 | 20200416 | 945 | Public Administrator - Staten Island | 2022 | C | Civilian | 2 | Full-Time Equivalent | 0 | 0 | 0 | 0 | 0 |
| 18704 | 20200416 | 945 | Public Administrator - Staten Island | 2022 | C | Civilian | 3 | Full-Time Plus Full-Time Equivalent | 5 | 0 | 0 | 0 | 5 |
| 18705 | 20200416 | 945 | Public Administrator - Staten Island | 2023 | C | Civilian | 1 | Full-Time | 5 | 0 | 0 | 0 | 5 |
| 18706 | 20200416 | 945 | Public Administrator - Staten Island | 2023 | C | Civilian | 2 | Full-Time Equivalent | 0 | 0 | 0 | 0 | 0 |
| 18707 | 20200416 | 945 | Public Administrator - Staten Island | 2023 | C | Civilian | 3 | Full-Time Plus Full-Time Equivalent | 5 | 0 | 0 | 0 | 5 |
| 18708 | 20200416 | 945 | Public Administrator - Staten Island | 2024 | C | Civilian | 1 | Full-Time | 5 | 0 | 0 | 0 | 5 |
| 18709 | 20200416 | 945 | Public Administrator - Staten Island | 2024 | C | Civilian | 2 | Full-Time Equivalent | 0 | 0 | 0 | 0 | 0 |
| 18710 | 20200416 | 945 | Public Administrator - Staten Island | 2024 | C | Civilian | 3 | Full-Time Plus Full-Time Equivalent | 5 | 0 | 0 | 0 | 5 |